Overview
Brought to you by YData
Dataset statistics
| Number of variables | 33 |
|---|---|
| Number of observations | 500 |
| Missing cells | 376 |
| Missing cells (%) | 2.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 548.8 KiB |
| Average record size in memory | 1.1 KiB |
Variable types
| Numeric | 13 |
|---|---|
| Text | 1 |
| Categorical | 13 |
| DateTime | 3 |
| Boolean | 3 |
Absenteeism_Days is highly overall correlated with Absenteeism_vs_Company | High correlation |
Absenteeism_vs_Company is highly overall correlated with Absenteeism_Days | High correlation |
Attrition_Status is highly overall correlated with Reason_for_Leaving and 2 other fields | High correlation |
Average_Monthly_Work_Hours is highly overall correlated with Burnout_Risk and 1 other fields | High correlation |
Burnout_Risk is highly overall correlated with Average_Monthly_Work_Hours and 1 other fields | High correlation |
Engagement_Change is highly overall correlated with Yearly_Engagement | High correlation |
Engagement_Score is highly overall correlated with Engagement_vs_Company | High correlation |
Engagement_vs_Company is highly overall correlated with Engagement_Score | High correlation |
Job_Role is highly overall correlated with Salary_Level | High correlation |
Performance_Rating is highly overall correlated with Performance_vs_Company | High correlation |
Performance_vs_Company is highly overall correlated with Performance_Rating | High correlation |
Reason_for_Leaving is highly overall correlated with Attrition_Status and 1 other fields | High correlation |
Salary_Level is highly overall correlated with Job_Role | High correlation |
Still_Employed is highly overall correlated with Attrition_Status and 2 other fields | High correlation |
Tenure_at_Company is highly overall correlated with Attrition_Status and 1 other fields | High correlation |
Yearly_Engagement is highly overall correlated with Engagement_Change | High correlation |
Yearly_Work_Hours is highly overall correlated with Average_Monthly_Work_Hours and 1 other fields | High correlation |
Leaving_Date has 376 (75.2%) missing values | Missing |
Employee_ID is uniformly distributed | Uniform |
Branch is uniformly distributed | Uniform |
Employee_ID has unique values | Unique |
Employe_Name has unique values | Unique |
Absenteeism_Days has 17 (3.4%) zeros | Zeros |
Attended_Training_Hours has 13 (2.6%) zeros | Zeros |
Absenteeism_Training_Hours has 70 (14.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-07-09 07:14:28.335259 |
|---|---|
| Analysis finished | 2025-07-09 07:14:52.543131 |
| Duration | 24.21 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Employee_ID
Real number (ℝ)
Uniform Unique
| Distinct | 500 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250.5 |
| Minimum | 1 |
|---|---|
| Maximum | 500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 25.95 |
| Q1 | 125.75 |
| median | 250.5 |
| Q3 | 375.25 |
| 95-th percentile | 475.05 |
| Maximum | 500 |
| Range | 499 |
| Interquartile range (IQR) | 249.5 |
Descriptive statistics
| Standard deviation | 144.48183 |
|---|---|
| Coefficient of variation (CV) | 0.57677378 |
| Kurtosis | -1.2 |
| Mean | 250.5 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 0 |
| Sum | 125250 |
| Variance | 20875 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 500 | 1 | 0.2% |
| 1 | 1 | 0.2% |
| 2 | 1 | 0.2% |
| 3 | 1 | 0.2% |
| 484 | 1 | 0.2% |
| 483 | 1 | 0.2% |
| 482 | 1 | 0.2% |
| 481 | 1 | 0.2% |
| 480 | 1 | 0.2% |
| 479 | 1 | 0.2% |
| Other values (490) | 490 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 500 | 1 | |
| 499 | 1 | |
| 498 | 1 | |
| 497 | 1 | |
| 496 | 1 | |
| 495 | 1 | |
| 494 | 1 | |
| 493 | 1 | |
| 492 | 1 | |
| 491 | 1 |
Employe_Name
Text
Unique
| Distinct | 500 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.2 KiB |
Length
| Max length | 29 |
|---|---|
| Median length | 25 |
| Mean length | 14.836 |
| Min length | 8 |
Unique
| Unique | 500 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Miss Bertha Bradtke |
|---|---|
| 2nd row | Dixie Erdman |
| 3rd row | Andrea Langworth |
| 4th row | Wendell Barton |
| 5th row | Nicholas Kuhn |
| Value | Count | Frequency (%) |
| dr | 26 | 2.3% |
| mr | 18 | 1.6% |
| ii | 9 | 0.8% |
| ms | 9 | 0.8% |
| phd | 8 | 0.7% |
| md | 8 | 0.7% |
| i | 7 | 0.6% |
| iii | 7 | 0.6% |
| mrs | 7 | 0.6% |
| iv | 5 | 0.4% |
| Other values (702) | 1021 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 731 | 9.9% |
| 625 | 8.4% | |
| a | 577 | 7.8% |
| r | 560 | 7.5% |
| n | 513 | 6.9% |
| i | 413 | 5.6% |
| o | 402 | 5.4% |
| l | 388 | 5.2% |
| t | 245 | 3.3% |
| s | 241 | 3.2% |
| Other values (43) | 2723 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7418 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 731 | 9.9% |
| 625 | 8.4% | |
| a | 577 | 7.8% |
| r | 560 | 7.5% |
| n | 513 | 6.9% |
| i | 413 | 5.6% |
| o | 402 | 5.4% |
| l | 388 | 5.2% |
| t | 245 | 3.3% |
| s | 241 | 3.2% |
| Other values (43) | 2723 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7418 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 731 | 9.9% |
| 625 | 8.4% | |
| a | 577 | 7.8% |
| r | 560 | 7.5% |
| n | 513 | 6.9% |
| i | 413 | 5.6% |
| o | 402 | 5.4% |
| l | 388 | 5.2% |
| t | 245 | 3.3% |
| s | 241 | 3.2% |
| Other values (43) | 2723 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7418 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 731 | 9.9% |
| 625 | 8.4% | |
| a | 577 | 7.8% |
| r | 560 | 7.5% |
| n | 513 | 6.9% |
| i | 413 | 5.6% |
| o | 402 | 5.4% |
| l | 388 | 5.2% |
| t | 245 | 3.3% |
| s | 241 | 3.2% |
| Other values (43) | 2723 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.008 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 252 | |
| Male | 248 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 252 | |
| male | 248 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 752 | |
| a | 500 | |
| l | 500 | |
| F | 252 | 10.1% |
| m | 252 | 10.1% |
| M | 248 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2504 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 752 | |
| a | 500 | |
| l | 500 | |
| F | 252 | 10.1% |
| m | 252 | 10.1% |
| M | 248 | 9.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2504 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 752 | |
| a | 500 | |
| l | 500 | |
| F | 252 | 10.1% |
| m | 252 | 10.1% |
| M | 248 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2504 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 752 | |
| a | 500 | |
| l | 500 | |
| F | 252 | 10.1% |
| m | 252 | 10.1% |
| M | 248 | 9.9% |
Age
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.448 |
| Minimum | 22 |
|---|---|
| Maximum | 59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 32 |
| median | 40 |
| Q3 | 50 |
| 95-th percentile | 57 |
| Maximum | 59 |
| Range | 37 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 10.876944 |
|---|---|
| Coefficient of variation (CV) | 0.26891179 |
| Kurtosis | -1.1228765 |
| Mean | 40.448 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.054442002 |
| Sum | 20224 |
| Variance | 118.30791 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 22 | 22 | 4.4% |
| 45 | 19 | 3.8% |
| 40 | 19 | 3.8% |
| 38 | 19 | 3.8% |
| 34 | 17 | 3.4% |
| 50 | 17 | 3.4% |
| 33 | 17 | 3.4% |
| 44 | 17 | 3.4% |
| 35 | 16 | 3.2% |
| 57 | 16 | 3.2% |
| Other values (28) | 321 |
| Value | Count | Frequency (%) |
| 22 | 22 | |
| 23 | 14 | |
| 24 | 14 | |
| 25 | 8 | 1.6% |
| 26 | 10 | |
| 27 | 11 | |
| 28 | 10 | |
| 29 | 14 | |
| 30 | 9 | |
| 31 | 11 |
| Value | Count | Frequency (%) |
| 59 | 11 | |
| 58 | 10 | |
| 57 | 16 | |
| 56 | 13 | |
| 55 | 12 | |
| 54 | 11 | |
| 53 | 14 | |
| 52 | 12 | |
| 51 | 13 | |
| 50 | 17 |
Date_of_Birth
Date
| Distinct | 492 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
| Minimum | 1965-02-12 00:00:00 |
|---|---|
| Maximum | 2003-10-05 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Branch
Categorical
Uniform
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.8 KiB |
| United_Kingdom | |
|---|---|
| Singapore | |
| India | |
| South_Africa |
Length
| Max length | 14 |
|---|---|
| Median length | 10.5 |
| Mean length | 10 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | United_Kingdom |
|---|---|
| 2nd row | Singapore |
| 3rd row | India |
| 4th row | South_Africa |
| 5th row | United_Kingdom |
Common Values
| Value | Count | Frequency (%) |
| United_Kingdom | 125 | |
| Singapore | 125 | |
| India | 125 | |
| South_Africa | 125 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| united_kingdom | 125 | |
| singapore | 125 | |
| india | 125 | |
| south_africa | 125 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 625 | |
| n | 500 | 10.0% |
| a | 375 | 7.5% |
| o | 375 | 7.5% |
| d | 375 | 7.5% |
| S | 250 | 5.0% |
| e | 250 | 5.0% |
| t | 250 | 5.0% |
| _ | 250 | 5.0% |
| r | 250 | 5.0% |
| Other values (11) | 1500 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 625 | |
| n | 500 | 10.0% |
| a | 375 | 7.5% |
| o | 375 | 7.5% |
| d | 375 | 7.5% |
| S | 250 | 5.0% |
| e | 250 | 5.0% |
| t | 250 | 5.0% |
| _ | 250 | 5.0% |
| r | 250 | 5.0% |
| Other values (11) | 1500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 625 | |
| n | 500 | 10.0% |
| a | 375 | 7.5% |
| o | 375 | 7.5% |
| d | 375 | 7.5% |
| S | 250 | 5.0% |
| e | 250 | 5.0% |
| t | 250 | 5.0% |
| _ | 250 | 5.0% |
| r | 250 | 5.0% |
| Other values (11) | 1500 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 625 | |
| n | 500 | 10.0% |
| a | 375 | 7.5% |
| o | 375 | 7.5% |
| d | 375 | 7.5% |
| S | 250 | 5.0% |
| e | 250 | 5.0% |
| t | 250 | 5.0% |
| _ | 250 | 5.0% |
| r | 250 | 5.0% |
| Other values (11) | 1500 |
Department
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.3 KiB |
| Technical | |
|---|---|
| Management | |
| Finance | |
| Sales | |
| Support |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 6.846 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Support |
|---|---|
| 2nd row | Technical |
| 3rd row | Technical |
| 4th row | Technical |
| 5th row | Sales |
Common Values
| Value | Count | Frequency (%) |
| Technical | 94 | |
| Management | 88 | |
| Finance | 87 | |
| Sales | 82 | |
| Support | 76 | |
| IT | 73 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| technical | 94 | |
| management | 88 | |
| finance | 87 | |
| sales | 82 | |
| support | 76 | |
| it | 73 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 444 | |
| e | 439 | |
| a | 439 | |
| c | 275 | 8.0% |
| i | 181 | 5.3% |
| l | 176 | 5.1% |
| T | 167 | 4.9% |
| t | 164 | 4.8% |
| S | 158 | 4.6% |
| p | 152 | 4.4% |
| Other values (10) | 828 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3423 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 444 | |
| e | 439 | |
| a | 439 | |
| c | 275 | 8.0% |
| i | 181 | 5.3% |
| l | 176 | 5.1% |
| T | 167 | 4.9% |
| t | 164 | 4.8% |
| S | 158 | 4.6% |
| p | 152 | 4.4% |
| Other values (10) | 828 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3423 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 444 | |
| e | 439 | |
| a | 439 | |
| c | 275 | 8.0% |
| i | 181 | 5.3% |
| l | 176 | 5.1% |
| T | 167 | 4.9% |
| t | 164 | 4.8% |
| S | 158 | 4.6% |
| p | 152 | 4.4% |
| Other values (10) | 828 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3423 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 444 | |
| e | 439 | |
| a | 439 | |
| c | 275 | 8.0% |
| i | 181 | 5.3% |
| l | 176 | 5.1% |
| T | 167 | 4.9% |
| t | 164 | 4.8% |
| S | 158 | 4.6% |
| p | 152 | 4.4% |
| Other values (10) | 828 |
Job_Role
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 31.5 KiB |
| Engineer | |
|---|---|
| Executive | |
| Analyst | |
| Clerk | |
| Manager |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.242 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Engineer |
|---|---|
| 2nd row | Analyst |
| 3rd row | Executive |
| 4th row | Manager |
| 5th row | Clerk |
Common Values
| Value | Count | Frequency (%) |
| Engineer | 111 | |
| Executive | 103 | |
| Analyst | 101 | |
| Clerk | 98 | |
| Manager | 87 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| engineer | 111 | |
| executive | 103 | |
| analyst | 101 | |
| clerk | 98 | |
| manager | 87 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 613 | |
| n | 410 | |
| r | 296 | 8.2% |
| a | 275 | 7.6% |
| E | 214 | 5.9% |
| i | 214 | 5.9% |
| t | 204 | 5.6% |
| l | 199 | 5.5% |
| g | 198 | 5.5% |
| x | 103 | 2.8% |
| Other values (9) | 895 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3621 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 613 | |
| n | 410 | |
| r | 296 | 8.2% |
| a | 275 | 7.6% |
| E | 214 | 5.9% |
| i | 214 | 5.9% |
| t | 204 | 5.6% |
| l | 199 | 5.5% |
| g | 198 | 5.5% |
| x | 103 | 2.8% |
| Other values (9) | 895 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3621 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 613 | |
| n | 410 | |
| r | 296 | 8.2% |
| a | 275 | 7.6% |
| E | 214 | 5.9% |
| i | 214 | 5.9% |
| t | 204 | 5.6% |
| l | 199 | 5.5% |
| g | 198 | 5.5% |
| x | 103 | 2.8% |
| Other values (9) | 895 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3621 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 613 | |
| n | 410 | |
| r | 296 | 8.2% |
| a | 275 | 7.6% |
| E | 214 | 5.9% |
| i | 214 | 5.9% |
| t | 204 | 5.6% |
| l | 199 | 5.5% |
| g | 198 | 5.5% |
| x | 103 | 2.8% |
| Other values (9) | 895 |
Salary_Level
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.2 KiB |
| Medium | |
|---|---|
| High | |
| Low |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.652 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Medium |
|---|---|
| 2nd row | Medium |
| 3rd row | High |
| 4th row | High |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Medium | 212 | |
| High | 190 | |
| Low | 98 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| medium | 212 | |
| high | 190 | |
| low | 98 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 402 | |
| M | 212 | |
| e | 212 | |
| d | 212 | |
| u | 212 | |
| m | 212 | |
| H | 190 | |
| g | 190 | |
| h | 190 | |
| L | 98 | 4.2% |
| Other values (2) | 196 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2326 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 402 | |
| M | 212 | |
| e | 212 | |
| d | 212 | |
| u | 212 | |
| m | 212 | |
| H | 190 | |
| g | 190 | |
| h | 190 | |
| L | 98 | 4.2% |
| Other values (2) | 196 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2326 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 402 | |
| M | 212 | |
| e | 212 | |
| d | 212 | |
| u | 212 | |
| m | 212 | |
| H | 190 | |
| g | 190 | |
| h | 190 | |
| L | 98 | 4.2% |
| Other values (2) | 196 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2326 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 402 | |
| M | 212 | |
| e | 212 | |
| d | 212 | |
| u | 212 | |
| m | 212 | |
| H | 190 | |
| g | 190 | |
| h | 190 | |
| L | 98 | 4.2% |
| Other values (2) | 196 |
Work_Location
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.3 KiB |
| On Site | |
|---|---|
| Remote | |
| Work From Home |
Length
| Max length | 14 |
|---|---|
| Median length | 7 |
| Mean length | 8.832 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Work From Home |
|---|---|
| 2nd row | Remote |
| 3rd row | On Site |
| 4th row | On Site |
| 5th row | Work From Home |
Common Values
| Value | Count | Frequency (%) |
| On Site | 176 | |
| Remote | 169 | |
| Work From Home | 155 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| on | 176 | |
| site | 176 | |
| remote | 169 | |
| work | 155 | |
| from | 155 | |
| home | 155 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 669 | |
| o | 634 | |
| 486 | ||
| m | 479 | |
| t | 345 | |
| r | 310 | 7.0% |
| n | 176 | 4.0% |
| S | 176 | 4.0% |
| i | 176 | 4.0% |
| O | 176 | 4.0% |
| Other values (5) | 789 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4416 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 669 | |
| o | 634 | |
| 486 | ||
| m | 479 | |
| t | 345 | |
| r | 310 | 7.0% |
| n | 176 | 4.0% |
| S | 176 | 4.0% |
| i | 176 | 4.0% |
| O | 176 | 4.0% |
| Other values (5) | 789 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4416 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 669 | |
| o | 634 | |
| 486 | ||
| m | 479 | |
| t | 345 | |
| r | 310 | 7.0% |
| n | 176 | 4.0% |
| S | 176 | 4.0% |
| i | 176 | 4.0% |
| O | 176 | 4.0% |
| Other values (5) | 789 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4416 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 669 | |
| o | 634 | |
| 486 | ||
| m | 479 | |
| t | 345 | |
| r | 310 | 7.0% |
| n | 176 | 4.0% |
| S | 176 | 4.0% |
| i | 176 | 4.0% |
| O | 176 | 4.0% |
| Other values (5) | 789 |
Joining_Date
Date
| Distinct | 481 |
|---|---|
| Distinct (%) | 96.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.0 KiB |
| Minimum | 2000-01-17 00:00:00 |
|---|---|
| Maximum | 2019-12-25 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Leaving_Date
Date
Missing
| Distinct | 123 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 376 |
| Missing (%) | 75.2% |
| Memory size | 4.0 KiB |
| Minimum | 2001-06-28 00:00:00 |
|---|---|
| Maximum | 2022-11-03 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Tenure_at_Company
Categorical
High correlation
| Distinct | 25 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 28.7 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 15 | 26 |
| 6 | 23 |
| Other values (20) |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 1.57 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 10 |
|---|---|
| 2nd row | 22 |
| 3rd row | 17 |
| 4th row | 8 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 47 | 9.4% |
| 1 | 39 | 7.8% |
| 2 | 35 | 7.0% |
| 15 | 26 | 5.2% |
| 6 | 23 | 4.6% |
| 7 | 23 | 4.6% |
| 16 | 22 | 4.4% |
| 24 | 22 | 4.4% |
| 13 | 22 | 4.4% |
| 10 | 21 | 4.2% |
| Other values (15) | 220 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0 | 47 | 9.4% |
| 1 | 39 | 7.8% |
| 2 | 35 | 7.0% |
| 15 | 26 | 5.2% |
| 6 | 23 | 4.6% |
| 7 | 23 | 4.6% |
| 16 | 22 | 4.4% |
| 24 | 22 | 4.4% |
| 13 | 22 | 4.4% |
| 10 | 21 | 4.2% |
| Other values (15) | 220 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 266 | |
| 2 | 157 | |
| 0 | 78 | 9.9% |
| 6 | 45 | 5.7% |
| 7 | 41 | 5.2% |
| 4 | 41 | 5.2% |
| 3 | 41 | 5.2% |
| 9 | 39 | 5.0% |
| 5 | 38 | 4.8% |
| 8 | 34 | 4.3% |
| Other values (5) | 5 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 785 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 266 | |
| 2 | 157 | |
| 0 | 78 | 9.9% |
| 6 | 45 | 5.7% |
| 7 | 41 | 5.2% |
| 4 | 41 | 5.2% |
| 3 | 41 | 5.2% |
| 9 | 39 | 5.0% |
| 5 | 38 | 4.8% |
| 8 | 34 | 4.3% |
| Other values (5) | 5 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 785 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 266 | |
| 2 | 157 | |
| 0 | 78 | 9.9% |
| 6 | 45 | 5.7% |
| 7 | 41 | 5.2% |
| 4 | 41 | 5.2% |
| 3 | 41 | 5.2% |
| 9 | 39 | 5.0% |
| 5 | 38 | 4.8% |
| 8 | 34 | 4.3% |
| Other values (5) | 5 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 785 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 266 | |
| 2 | 157 | |
| 0 | 78 | 9.9% |
| 6 | 45 | 5.7% |
| 7 | 41 | 5.2% |
| 4 | 41 | 5.2% |
| 3 | 41 | 5.2% |
| 9 | 39 | 5.0% |
| 5 | 38 | 4.8% |
| 8 | 34 | 4.3% |
| Other values (5) | 5 | 0.6% |
Promotion_Attained
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 632.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 258 | |
| False | 242 |
Still_Employed
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 632.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 376 | |
| False | 124 | 24.8% |
Reason_for_Leaving
Categorical
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| Work Environment | 25 |
|---|---|
| Burn Out | 23 |
| Financial Problem | 21 |
| Health Issues | 20 |
| Other values (2) | 35 |
Length
| Max length | 17 |
|---|---|
| Median length | 1 |
| Mean length | 3.882 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row | Health Issues |
Common Values
| Value | Count | Frequency (%) |
| 376 | ||
| Work Environment | 25 | 5.0% |
| Burn Out | 23 | 4.6% |
| Financial Problem | 21 | 4.2% |
| Health Issues | 20 | 4.0% |
| Low Pay | 18 | 3.6% |
| Personal Issue | 17 | 3.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| work | 25 | |
| environment | 25 | |
| burn | 23 | |
| out | 23 | |
| financial | 21 | |
| problem | 21 | |
| health | 20 | |
| issues | 20 | |
| low | 18 | |
| pay | 18 | |
| Other values (2) | 34 |
Most occurring characters
| Value | Count | Frequency (%) |
| 500 | ||
| n | 157 | 8.1% |
| e | 120 | 6.2% |
| r | 111 | 5.7% |
| s | 111 | 5.7% |
| o | 106 | 5.5% |
| a | 97 | 5.0% |
| u | 83 | 4.3% |
| l | 79 | 4.1% |
| t | 68 | 3.5% |
| Other values (18) | 509 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1941 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 500 | ||
| n | 157 | 8.1% |
| e | 120 | 6.2% |
| r | 111 | 5.7% |
| s | 111 | 5.7% |
| o | 106 | 5.5% |
| a | 97 | 5.0% |
| u | 83 | 4.3% |
| l | 79 | 4.1% |
| t | 68 | 3.5% |
| Other values (18) | 509 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1941 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 500 | ||
| n | 157 | 8.1% |
| e | 120 | 6.2% |
| r | 111 | 5.7% |
| s | 111 | 5.7% |
| o | 106 | 5.5% |
| a | 97 | 5.0% |
| u | 83 | 4.3% |
| l | 79 | 4.1% |
| t | 68 | 3.5% |
| Other values (18) | 509 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1941 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 500 | ||
| n | 157 | 8.1% |
| e | 120 | 6.2% |
| r | 111 | 5.7% |
| s | 111 | 5.7% |
| o | 106 | 5.5% |
| a | 97 | 5.0% |
| u | 83 | 4.3% |
| l | 79 | 4.1% |
| t | 68 | 3.5% |
| Other values (18) | 509 |
Satisfaction_Level
Real number (ℝ)
| Distinct | 100 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50124 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.06 |
| Q1 | 0.26 |
| median | 0.51 |
| Q3 | 0.7125 |
| 95-th percentile | 0.94 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.4525 |
Descriptive statistics
| Standard deviation | 0.27314186 |
|---|---|
| Coefficient of variation (CV) | 0.54493229 |
| Kurtosis | -1.0791708 |
| Mean | 0.50124 |
| Median Absolute Deviation (MAD) | 0.22 |
| Skewness | -0.029137125 |
| Sum | 250.62 |
| Variance | 0.074606475 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.66 | 11 | 2.2% |
| 0.24 | 11 | 2.2% |
| 0.72 | 9 | 1.8% |
| 0.68 | 9 | 1.8% |
| 0.36 | 9 | 1.8% |
| 0.64 | 8 | 1.6% |
| 0.53 | 8 | 1.6% |
| 0.25 | 8 | 1.6% |
| 0.48 | 8 | 1.6% |
| 0.54 | 8 | 1.6% |
| Other values (90) | 411 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.4% |
| 0.01 | 2 | 0.4% |
| 0.03 | 7 | |
| 0.04 | 4 | |
| 0.05 | 4 | |
| 0.06 | 7 | |
| 0.07 | 4 | |
| 0.08 | 8 | |
| 0.09 | 2 | 0.4% |
| 0.1 | 6 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 0.99 | 4 | |
| 0.98 | 2 | 0.4% |
| 0.97 | 5 | |
| 0.96 | 5 | |
| 0.95 | 4 | |
| 0.94 | 5 | |
| 0.93 | 4 | |
| 0.92 | 2 | 0.4% |
| 0.91 | 1 | 0.2% |
Engagement_Score
Real number (ℝ)
High correlation
| Distinct | 101 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49354 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.06 |
| Q1 | 0.25 |
| median | 0.495 |
| Q3 | 0.74 |
| 95-th percentile | 0.94 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.49 |
Descriptive statistics
| Standard deviation | 0.28572109 |
|---|---|
| Coefficient of variation (CV) | 0.57892185 |
| Kurtosis | -1.1911499 |
| Mean | 0.49354 |
| Median Absolute Deviation (MAD) | 0.245 |
| Skewness | 0.022116545 |
| Sum | 246.77 |
| Variance | 0.081636541 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.9 | 10 | 2.0% |
| 0.62 | 9 | 1.8% |
| 0.4 | 9 | 1.8% |
| 0.39 | 9 | 1.8% |
| 0.08 | 9 | 1.8% |
| 0.29 | 8 | 1.6% |
| 0.12 | 8 | 1.6% |
| 0.42 | 8 | 1.6% |
| 0.58 | 8 | 1.6% |
| 0.05 | 8 | 1.6% |
| Other values (91) | 414 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 0.01 | 6 | |
| 0.02 | 2 | 0.4% |
| 0.03 | 5 | |
| 0.04 | 2 | 0.4% |
| 0.05 | 8 | |
| 0.06 | 7 | |
| 0.07 | 7 | |
| 0.08 | 9 | |
| 0.09 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 2 | 0.4% |
| 0.99 | 2 | 0.4% |
| 0.98 | 4 | |
| 0.97 | 3 | 0.6% |
| 0.96 | 4 | |
| 0.95 | 5 | |
| 0.94 | 8 | |
| 0.93 | 3 | 0.6% |
| 0.92 | 4 | |
| 0.91 | 7 |
Performance_Rating
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 28.4 KiB |
| 1 | |
|---|---|
| 3 | |
| 4 | |
| 5 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 113 | |
| 3 | 105 | |
| 4 | 104 | |
| 5 | 93 | |
| 2 | 85 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 113 | |
| 3 | 105 | |
| 4 | 104 | |
| 5 | 93 | |
| 2 | 85 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 113 | |
| 3 | 105 | |
| 4 | 104 | |
| 5 | 93 | |
| 2 | 85 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 113 | |
| 3 | 105 | |
| 4 | 104 | |
| 5 | 93 | |
| 2 | 85 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 113 | |
| 3 | 105 | |
| 4 | 104 | |
| 5 | 93 | |
| 2 | 85 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 113 | |
| 3 | 105 | |
| 4 | 104 | |
| 5 | 93 | |
| 2 | 85 |
Average_Monthly_Work_Hours
Real number (ℝ)
High correlation
| Distinct | 135 |
|---|---|
| Distinct (%) | 27.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 190.654 |
| Minimum | 120 |
|---|---|
| Maximum | 259 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 120 |
|---|---|
| 5-th percentile | 127 |
| Q1 | 156.75 |
| median | 191 |
| Q3 | 225.25 |
| 95-th percentile | 250.05 |
| Maximum | 259 |
| Range | 139 |
| Interquartile range (IQR) | 68.5 |
Descriptive statistics
| Standard deviation | 39.421598 |
|---|---|
| Coefficient of variation (CV) | 0.20677037 |
| Kurtosis | -1.1770305 |
| Mean | 190.654 |
| Median Absolute Deviation (MAD) | 34.5 |
| Skewness | -0.051597191 |
| Sum | 95327 |
| Variance | 1554.0624 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 191 | 9 | 1.8% |
| 148 | 8 | 1.6% |
| 200 | 8 | 1.6% |
| 231 | 7 | 1.4% |
| 179 | 7 | 1.4% |
| 127 | 7 | 1.4% |
| 253 | 7 | 1.4% |
| 123 | 6 | 1.2% |
| 244 | 6 | 1.2% |
| 206 | 6 | 1.2% |
| Other values (125) | 429 |
| Value | Count | Frequency (%) |
| 120 | 3 | |
| 121 | 4 | |
| 123 | 6 | |
| 124 | 1 | 0.2% |
| 125 | 2 | 0.4% |
| 126 | 4 | |
| 127 | 7 | |
| 128 | 4 | |
| 129 | 2 | 0.4% |
| 130 | 4 |
| Value | Count | Frequency (%) |
| 259 | 1 | 0.2% |
| 258 | 4 | |
| 257 | 4 | |
| 256 | 1 | 0.2% |
| 255 | 1 | 0.2% |
| 254 | 1 | 0.2% |
| 253 | 7 | |
| 252 | 1 | 0.2% |
| 251 | 5 | |
| 250 | 5 |
Absenteeism_Days
Real number (ℝ)
High correlation Zeros
| Distinct | 31 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.168 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 17 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 8 |
| median | 15 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.8682054 |
|---|---|
| Coefficient of variation (CV) | 0.58466544 |
| Kurtosis | -1.1802906 |
| Mean | 15.168 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.010729833 |
| Sum | 7584 |
| Variance | 78.645066 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 25 | 23 | 4.6% |
| 12 | 22 | 4.4% |
| 8 | 20 | 4.0% |
| 16 | 19 | 3.8% |
| 15 | 19 | 3.8% |
| 23 | 18 | 3.6% |
| 30 | 18 | 3.6% |
| 22 | 18 | 3.6% |
| 21 | 18 | 3.6% |
| 14 | 17 | 3.4% |
| Other values (21) | 308 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 11 | |
| 2 | 17 | |
| 3 | 17 | |
| 4 | 12 | |
| 5 | 16 | |
| 6 | 14 | |
| 7 | 17 | |
| 8 | 20 | |
| 9 | 15 |
| Value | Count | Frequency (%) |
| 30 | 18 | |
| 29 | 15 | |
| 28 | 16 | |
| 27 | 13 | |
| 26 | 14 | |
| 25 | 23 | |
| 24 | 16 | |
| 23 | 18 | |
| 22 | 18 | |
| 21 | 18 |
Burnout_Risk
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 29.9 KiB |
| Low | |
|---|---|
| Medium | |
| High |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 4.048 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | Low |
| 3rd row | Low |
| 4th row | Low |
| 5th row | Low |
Common Values
| Value | Count | Frequency (%) |
| Low | 282 | |
| Medium | 153 | |
| High | 65 | 13.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| low | 282 | |
| medium | 153 | |
| high | 65 | 13.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 282 | |
| o | 282 | |
| w | 282 | |
| i | 218 | |
| M | 153 | |
| e | 153 | |
| d | 153 | |
| u | 153 | |
| m | 153 | |
| H | 65 | 3.2% |
| Other values (2) | 130 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2024 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 282 | |
| o | 282 | |
| w | 282 | |
| i | 218 | |
| M | 153 | |
| e | 153 | |
| d | 153 | |
| u | 153 | |
| m | 153 | |
| H | 65 | 3.2% |
| Other values (2) | 130 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2024 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 282 | |
| o | 282 | |
| w | 282 | |
| i | 218 | |
| M | 153 | |
| e | 153 | |
| d | 153 | |
| u | 153 | |
| m | 153 | |
| H | 65 | 3.2% |
| Other values (2) | 130 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2024 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 282 | |
| o | 282 | |
| w | 282 | |
| i | 218 | |
| M | 153 | |
| e | 153 | |
| d | 153 | |
| u | 153 | |
| m | 153 | |
| H | 65 | 3.2% |
| Other values (2) | 130 |
Yearly_Satisfaction_Feedback
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 28.4 KiB |
| 1 | |
|---|---|
| 3 | |
| 4 | |
| 5 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 4 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 107 | |
| 3 | 106 | |
| 4 | 106 | |
| 5 | 97 | |
| 2 | 84 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 107 | |
| 3 | 106 | |
| 4 | 106 | |
| 5 | 97 | |
| 2 | 84 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 107 | |
| 3 | 106 | |
| 4 | 106 | |
| 5 | 97 | |
| 2 | 84 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 107 | |
| 3 | 106 | |
| 4 | 106 | |
| 5 | 97 | |
| 2 | 84 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 107 | |
| 3 | 106 | |
| 4 | 106 | |
| 5 | 97 | |
| 2 | 84 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 107 | |
| 3 | 106 | |
| 4 | 106 | |
| 5 | 97 | |
| 2 | 84 |
Yearly_Engagement
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 28.4 KiB |
| 5 | |
|---|---|
| 4 | |
| 1 | |
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 2 |
| 3rd row | 4 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 119 | |
| 4 | 102 | |
| 1 | 97 | |
| 2 | 92 | |
| 3 | 90 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 119 | |
| 4 | 102 | |
| 1 | 97 | |
| 2 | 92 | |
| 3 | 90 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 119 | |
| 4 | 102 | |
| 1 | 97 | |
| 2 | 92 | |
| 3 | 90 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 119 | |
| 4 | 102 | |
| 1 | 97 | |
| 2 | 92 | |
| 3 | 90 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 119 | |
| 4 | 102 | |
| 1 | 97 | |
| 2 | 92 | |
| 3 | 90 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 500 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 119 | |
| 4 | 102 | |
| 1 | 97 | |
| 2 | 92 | |
| 3 | 90 |
Yearly_Work_Hours
Real number (ℝ)
High correlation
| Distinct | 135 |
|---|---|
| Distinct (%) | 27.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2287.848 |
| Minimum | 1440 |
|---|---|
| Maximum | 3108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 1440 |
|---|---|
| 5-th percentile | 1524 |
| Q1 | 1881 |
| median | 2292 |
| Q3 | 2703 |
| 95-th percentile | 3000.6 |
| Maximum | 3108 |
| Range | 1668 |
| Interquartile range (IQR) | 822 |
Descriptive statistics
| Standard deviation | 473.05918 |
|---|---|
| Coefficient of variation (CV) | 0.20677037 |
| Kurtosis | -1.1770305 |
| Mean | 2287.848 |
| Median Absolute Deviation (MAD) | 414 |
| Skewness | -0.051597191 |
| Sum | 1143924 |
| Variance | 223784.99 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2292 | 9 | 1.8% |
| 1776 | 8 | 1.6% |
| 2400 | 8 | 1.6% |
| 2772 | 7 | 1.4% |
| 2148 | 7 | 1.4% |
| 1524 | 7 | 1.4% |
| 3036 | 7 | 1.4% |
| 1476 | 6 | 1.2% |
| 2928 | 6 | 1.2% |
| 2472 | 6 | 1.2% |
| Other values (125) | 429 |
| Value | Count | Frequency (%) |
| 1440 | 3 | |
| 1452 | 4 | |
| 1476 | 6 | |
| 1488 | 1 | 0.2% |
| 1500 | 2 | 0.4% |
| 1512 | 4 | |
| 1524 | 7 | |
| 1536 | 4 | |
| 1548 | 2 | 0.4% |
| 1560 | 4 |
| Value | Count | Frequency (%) |
| 3108 | 1 | 0.2% |
| 3096 | 4 | |
| 3084 | 4 | |
| 3072 | 1 | 0.2% |
| 3060 | 1 | 0.2% |
| 3048 | 1 | 0.2% |
| 3036 | 7 | |
| 3024 | 1 | 0.2% |
| 3012 | 5 | |
| 3000 | 5 |
Engagement_vs_Company
Real number (ℝ)
High correlation
| Distinct | 101 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9920072 × 10-19 |
| Minimum | -0.49354 |
|---|---|
| Maximum | 0.50646 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 250 |
| Negative (%) | 50.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -0.49354 |
|---|---|
| 5-th percentile | -0.43354 |
| Q1 | -0.24354 |
| median | 0.00146 |
| Q3 | 0.24646 |
| 95-th percentile | 0.44646 |
| Maximum | 0.50646 |
| Range | 1 |
| Interquartile range (IQR) | 0.49 |
Descriptive statistics
| Standard deviation | 0.28572109 |
|---|---|
| Coefficient of variation (CV) | 2.8594964 × 1017 |
| Kurtosis | -1.1911499 |
| Mean | 9.9920072 × 10-19 |
| Median Absolute Deviation (MAD) | 0.245 |
| Skewness | 0.022116545 |
| Sum | -3.9412917 × 10-15 |
| Variance | 0.081636541 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.40646 | 10 | 2.0% |
| 0.12646 | 9 | 1.8% |
| -0.09354 | 9 | 1.8% |
| -0.10354 | 9 | 1.8% |
| -0.41354 | 9 | 1.8% |
| -0.20354 | 8 | 1.6% |
| -0.37354 | 8 | 1.6% |
| -0.07354 | 8 | 1.6% |
| 0.08646 | 8 | 1.6% |
| -0.44354 | 8 | 1.6% |
| Other values (91) | 414 |
| Value | Count | Frequency (%) |
| -0.49354 | 1 | 0.2% |
| -0.48354 | 6 | |
| -0.47354 | 2 | 0.4% |
| -0.46354 | 5 | |
| -0.45354 | 2 | 0.4% |
| -0.44354 | 8 | |
| -0.43354 | 7 | |
| -0.42354 | 7 | |
| -0.41354 | 9 | |
| -0.40354 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 0.50646 | 2 | 0.4% |
| 0.49646 | 2 | 0.4% |
| 0.48646 | 4 | |
| 0.47646 | 3 | 0.6% |
| 0.46646 | 4 | |
| 0.45646 | 5 | |
| 0.44646 | 8 | |
| 0.43646 | 3 | 0.6% |
| 0.42646 | 4 | |
| 0.41646 | 7 |
Absenteeism_vs_Company
Real number (ℝ)
High correlation
| Distinct | 31 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.8369308 × 10-16 |
| Minimum | -15.168 |
|---|---|
| Maximum | 14.832 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 258 |
| Negative (%) | 51.6% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -15.168 |
|---|---|
| 5-th percentile | -14.168 |
| Q1 | -7.168 |
| median | -0.168 |
| Q3 | 7.832 |
| 95-th percentile | 13.832 |
| Maximum | 14.832 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.8682054 |
|---|---|
| Coefficient of variation (CV) | 2.3112758 × 1016 |
| Kurtosis | -1.1802906 |
| Mean | 3.8369308 × 10-16 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.010729833 |
| Sum | 1.9184654 × 10-13 |
| Variance | 78.645066 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 9.832 | 23 | 4.6% |
| -3.168 | 22 | 4.4% |
| -7.168 | 20 | 4.0% |
| 0.832 | 19 | 3.8% |
| -0.168 | 19 | 3.8% |
| 7.832 | 18 | 3.6% |
| 14.832 | 18 | 3.6% |
| 6.832 | 18 | 3.6% |
| 5.832 | 18 | 3.6% |
| -1.168 | 17 | 3.4% |
| Other values (21) | 308 |
| Value | Count | Frequency (%) |
| -15.168 | 17 | |
| -14.168 | 11 | |
| -13.168 | 17 | |
| -12.168 | 17 | |
| -11.168 | 12 | |
| -10.168 | 16 | |
| -9.168 | 14 | |
| -8.168 | 17 | |
| -7.168 | 20 | |
| -6.168 | 15 |
| Value | Count | Frequency (%) |
| 14.832 | 18 | |
| 13.832 | 15 | |
| 12.832 | 16 | |
| 11.832 | 13 | |
| 10.832 | 14 | |
| 9.832 | 23 | |
| 8.832 | 16 | |
| 7.832 | 18 | |
| 6.832 | 18 | |
| 5.832 | 18 |
Performance_vs_Company
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.6 KiB |
| -1.958 | |
|---|---|
| 0.042 | |
| 1.042 | |
| 2.042 | |
| -0.958 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.396 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.042 |
|---|---|
| 2nd row | -0.958 |
| 3rd row | -0.958 |
| 4th row | -1.958 |
| 5th row | 1.042 |
Common Values
| Value | Count | Frequency (%) |
| -1.958 | 113 | |
| 0.042 | 105 | |
| 1.042 | 104 | |
| 2.042 | 93 | |
| -0.958 | 85 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.958 | 113 | |
| 0.042 | 105 | |
| 1.042 | 104 | |
| 2.042 | 93 | |
| 0.958 | 85 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 492 | |
| 2 | 395 | |
| 4 | 302 | |
| 1 | 217 | |
| - | 198 | 7.3% |
| 9 | 198 | 7.3% |
| 5 | 198 | 7.3% |
| 8 | 198 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2698 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 492 | |
| 2 | 395 | |
| 4 | 302 | |
| 1 | 217 | |
| - | 198 | 7.3% |
| 9 | 198 | 7.3% |
| 5 | 198 | 7.3% |
| 8 | 198 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2698 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 492 | |
| 2 | 395 | |
| 4 | 302 | |
| 1 | 217 | |
| - | 198 | 7.3% |
| 9 | 198 | 7.3% |
| 5 | 198 | 7.3% |
| 8 | 198 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2698 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 500 | |
| 0 | 492 | |
| 2 | 395 | |
| 4 | 302 | |
| 1 | 217 | |
| - | 198 | 7.3% |
| 9 | 198 | 7.3% |
| 5 | 198 | 7.3% |
| 8 | 198 | 7.3% |
Engagement_Change
Real number (ℝ)
High correlation
| Distinct | 321 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.61446 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2395 |
| Q1 | 1.2875 |
| median | 2.655 |
| Q3 | 3.9425 |
| 95-th percentile | 4.7705 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2.655 |
Descriptive statistics
| Standard deviation | 1.4847569 |
|---|---|
| Coefficient of variation (CV) | 0.56790192 |
| Kurtosis | -1.2634532 |
| Mean | 2.61446 |
| Median Absolute Deviation (MAD) | 1.31 |
| Skewness | -0.10337244 |
| Sum | 1307.23 |
| Variance | 2.2045029 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.58 | 4 | 0.8% |
| 1.16 | 4 | 0.8% |
| 4.05 | 4 | 0.8% |
| 4.5 | 4 | 0.8% |
| 0.1 | 4 | 0.8% |
| 3.71 | 4 | 0.8% |
| 2.47 | 4 | 0.8% |
| 3.14 | 4 | 0.8% |
| 3.61 | 3 | 0.6% |
| 0.41 | 3 | 0.6% |
| Other values (311) | 462 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 0.02 | 1 | 0.2% |
| 0.03 | 2 | |
| 0.04 | 1 | 0.2% |
| 0.05 | 1 | 0.2% |
| 0.07 | 1 | 0.2% |
| 0.09 | 3 | |
| 0.1 | 4 | |
| 0.11 | 1 | 0.2% |
| 0.12 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.2% |
| 4.99 | 1 | 0.2% |
| 4.97 | 2 | |
| 4.95 | 1 | 0.2% |
| 4.94 | 2 | |
| 4.93 | 3 | |
| 4.92 | 3 | |
| 4.91 | 1 | 0.2% |
| 4.89 | 1 | 0.2% |
| 4.88 | 2 |
Total_Training_Hours
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.39 |
| Minimum | 30 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 35 |
| median | 45 |
| Q3 | 55 |
| 95-th percentile | 60 |
| Maximum | 60 |
| Range | 30 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 10.5366 |
|---|---|
| Coefficient of variation (CV) | 0.23213483 |
| Kurtosis | -1.3695092 |
| Mean | 45.39 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.18700525 |
| Sum | 22695 |
| Variance | 111.01994 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 50 | 94 | |
| 30 | 88 | |
| 35 | 87 | |
| 55 | 82 | |
| 45 | 76 | |
| 60 | 73 |
| Value | Count | Frequency (%) |
| 30 | 88 | |
| 35 | 87 | |
| 45 | 76 | |
| 50 | 94 | |
| 55 | 82 | |
| 60 | 73 |
| Value | Count | Frequency (%) |
| 60 | 73 | |
| 55 | 82 | |
| 50 | 94 | |
| 45 | 76 | |
| 35 | 87 | |
| 30 | 88 |
Attended_Training_Hours
Real number (ℝ)
Zeros
| Distinct | 59 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.172 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 13 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 11 |
| median | 23 |
| Q3 | 32 |
| 95-th percentile | 50 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 14.653049 |
|---|---|
| Coefficient of variation (CV) | 0.63236013 |
| Kurtosis | -0.64979637 |
| Mean | 23.172 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.30901914 |
| Sum | 11586 |
| Variance | 214.71184 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 27 | 18 | 3.6% |
| 25 | 17 | 3.4% |
| 32 | 17 | 3.4% |
| 23 | 15 | 3.0% |
| 31 | 15 | 3.0% |
| 34 | 15 | 3.0% |
| 7 | 14 | 2.8% |
| 28 | 14 | 2.8% |
| 1 | 14 | 2.8% |
| 21 | 13 | 2.6% |
| Other values (49) | 348 |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 1 | 14 | |
| 2 | 13 | |
| 3 | 10 | |
| 4 | 10 | |
| 5 | 10 | |
| 6 | 12 | |
| 7 | 14 | |
| 8 | 10 | |
| 9 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 59 | 4 | |
| 58 | 1 | 0.2% |
| 57 | 1 | 0.2% |
| 56 | 1 | 0.2% |
| 54 | 4 | |
| 53 | 4 | |
| 52 | 5 | |
| 51 | 4 | |
| 50 | 2 | 0.4% |
| 49 | 2 | 0.4% |
Absenteeism_Training_Hours
Real number (ℝ)
Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.326 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 70 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.2649468 |
|---|---|
| Coefficient of variation (CV) | 0.6809822 |
| Kurtosis | -1.1857226 |
| Mean | 3.326 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.074831165 |
| Sum | 1663 |
| Variance | 5.129984 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 4 | 79 | |
| 0 | 70 | |
| 1 | 68 | |
| 3 | 63 | |
| 6 | 58 | |
| 2 | 58 | |
| 7 | 53 | |
| 5 | 51 |
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 1 | 68 | |
| 2 | 58 | |
| 3 | 63 | |
| 4 | 79 | |
| 5 | 51 | |
| 6 | 58 | |
| 7 | 53 |
| Value | Count | Frequency (%) |
| 7 | 53 | |
| 6 | 58 | |
| 5 | 51 | |
| 4 | 79 | |
| 3 | 63 | |
| 2 | 58 | |
| 1 | 68 | |
| 0 | 70 |
Attrition_Status
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 632.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 376 | |
| True | 124 | 24.8% |
Interactions
Correlations
| Absenteeism_Days | Absenteeism_Training_Hours | Absenteeism_vs_Company | Age | Attended_Training_Hours | Attrition_Status | Average_Monthly_Work_Hours | Branch | Burnout_Risk | Department | Employee_ID | Engagement_Change | Engagement_Score | Engagement_vs_Company | Gender | Job_Role | Performance_Rating | Performance_vs_Company | Promotion_Attained | Reason_for_Leaving | Salary_Level | Satisfaction_Level | Still_Employed | Tenure_at_Company | Total_Training_Hours | Work_Location | Yearly_Engagement | Yearly_Satisfaction_Feedback | Yearly_Work_Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Absenteeism_Days | 1.000 | -0.081 | 1.000 | -0.016 | 0.050 | 0.000 | -0.064 | 0.050 | 0.000 | 0.056 | -0.010 | -0.063 | 0.054 | 0.054 | 0.000 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.052 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.000 | -0.064 |
| Absenteeism_Training_Hours | -0.081 | 1.000 | -0.081 | -0.035 | 0.033 | 0.000 | -0.046 | 0.000 | 0.000 | 0.000 | -0.018 | -0.029 | -0.017 | -0.017 | 0.000 | 0.021 | 0.082 | 0.082 | 0.000 | 0.000 | 0.047 | 0.083 | 0.000 | 0.066 | 0.034 | 0.000 | 0.004 | 0.020 | -0.046 |
| Absenteeism_vs_Company | 1.000 | -0.081 | 1.000 | -0.016 | 0.050 | 0.000 | -0.064 | 0.050 | 0.000 | 0.056 | -0.010 | -0.063 | 0.054 | 0.054 | 0.000 | 0.071 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.052 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.000 | -0.064 |
| Age | -0.016 | -0.035 | -0.016 | 1.000 | 0.036 | 0.097 | 0.012 | 0.000 | 0.000 | 0.047 | 0.018 | -0.004 | -0.028 | -0.028 | 0.000 | 0.082 | 0.047 | 0.047 | 0.114 | 0.086 | 0.009 | 0.032 | 0.097 | 0.029 | 0.005 | 0.000 | 0.033 | 0.000 | 0.012 |
| Attended_Training_Hours | 0.050 | 0.033 | 0.050 | 0.036 | 1.000 | 0.064 | 0.001 | 0.073 | 0.050 | 0.000 | 0.024 | 0.002 | -0.043 | -0.043 | 0.000 | 0.082 | 0.000 | 0.000 | 0.000 | 0.062 | 0.047 | 0.056 | 0.064 | 0.000 | 0.318 | 0.000 | 0.000 | 0.055 | 0.001 |
| Attrition_Status | 0.000 | 0.000 | 0.000 | 0.097 | 0.064 | 1.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.116 | 0.071 | 0.000 | 0.000 | 0.047 | 0.000 | 0.010 | 0.010 | 0.000 | 0.995 | 0.000 | 0.000 | 0.995 | 0.977 | 0.000 | 0.000 | 0.085 | 0.000 | 0.000 |
| Average_Monthly_Work_Hours | -0.064 | -0.046 | -0.064 | 0.012 | 0.001 | 0.000 | 1.000 | 0.074 | 0.885 | 0.061 | 0.007 | 0.006 | -0.039 | -0.039 | 0.000 | 0.117 | 0.062 | 0.062 | 0.000 | 0.068 | 0.050 | 0.030 | 0.000 | 0.060 | -0.068 | 0.000 | 0.000 | 0.046 | 1.000 |
| Branch | 0.050 | 0.000 | 0.050 | 0.000 | 0.073 | 0.023 | 0.074 | 1.000 | 0.017 | 0.074 | 0.000 | 0.000 | 0.000 | 0.000 | 0.042 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.010 | 0.046 | 0.000 | 0.000 | 0.074 |
| Burnout_Risk | 0.000 | 0.000 | 0.000 | 0.000 | 0.050 | 0.000 | 0.885 | 0.017 | 1.000 | 0.037 | 0.000 | 0.045 | 0.000 | 0.000 | 0.059 | 0.000 | 0.029 | 0.029 | 0.000 | 0.000 | 0.042 | 0.057 | 0.000 | 0.053 | 0.076 | 0.000 | 0.000 | 0.091 | 0.885 |
| Department | 0.056 | 0.000 | 0.056 | 0.047 | 0.000 | 0.000 | 0.061 | 0.074 | 0.037 | 1.000 | 0.056 | 0.000 | 0.000 | 0.000 | 0.000 | 0.069 | 0.019 | 0.019 | 0.000 | 0.000 | 0.078 | 0.000 | 0.000 | 0.069 | 0.055 | 0.092 | 0.000 | 0.000 | 0.061 |
| Employee_ID | -0.010 | -0.018 | -0.010 | 0.018 | 0.024 | 0.116 | 0.007 | 0.000 | 0.000 | 0.056 | 1.000 | 0.001 | -0.009 | -0.009 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.036 | 0.000 | 0.030 | 0.116 | 0.045 | 0.044 | 0.000 | 0.061 | 0.000 | 0.007 |
| Engagement_Change | -0.063 | -0.029 | -0.063 | -0.004 | 0.002 | 0.071 | 0.006 | 0.000 | 0.045 | 0.000 | 0.001 | 1.000 | -0.215 | -0.215 | 0.000 | 0.056 | 0.043 | 0.043 | 0.113 | 0.000 | 0.026 | -0.087 | 0.071 | 0.041 | -0.018 | 0.000 | 0.992 | 0.000 | 0.006 |
| Engagement_Score | 0.054 | -0.017 | 0.054 | -0.028 | -0.043 | 0.000 | -0.039 | 0.000 | 0.000 | 0.000 | -0.009 | -0.215 | 1.000 | 1.000 | 0.052 | 0.051 | 0.000 | 0.000 | 0.000 | 0.026 | 0.037 | 0.016 | 0.000 | 0.024 | -0.022 | 0.020 | 0.000 | 0.000 | -0.039 |
| Engagement_vs_Company | 0.054 | -0.017 | 0.054 | -0.028 | -0.043 | 0.000 | -0.039 | 0.000 | 0.000 | 0.000 | -0.009 | -0.215 | 1.000 | 1.000 | 0.052 | 0.051 | 0.000 | 0.000 | 0.000 | 0.026 | 0.037 | 0.016 | 0.000 | 0.024 | -0.022 | 0.020 | 0.000 | 0.000 | -0.039 |
| Gender | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.000 | 0.042 | 0.059 | 0.000 | 0.000 | 0.000 | 0.052 | 0.052 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.052 | 0.000 | 0.019 | 0.047 | 0.120 | 0.000 | 0.000 | 0.000 | 0.063 | 0.000 |
| Job_Role | 0.071 | 0.021 | 0.071 | 0.082 | 0.082 | 0.000 | 0.117 | 0.000 | 0.000 | 0.069 | 0.014 | 0.056 | 0.051 | 0.051 | 0.000 | 1.000 | 0.048 | 0.048 | 0.000 | 0.000 | 0.998 | 0.000 | 0.000 | 0.000 | 0.000 | 0.049 | 0.008 | 0.000 | 0.117 |
| Performance_Rating | 0.000 | 0.082 | 0.000 | 0.047 | 0.000 | 0.010 | 0.062 | 0.000 | 0.029 | 0.019 | 0.000 | 0.043 | 0.000 | 0.000 | 0.000 | 0.048 | 1.000 | 1.000 | 0.000 | 0.049 | 0.087 | 0.000 | 0.010 | 0.046 | 0.000 | 0.000 | 0.043 | 0.045 | 0.062 |
| Performance_vs_Company | 0.000 | 0.082 | 0.000 | 0.047 | 0.000 | 0.010 | 0.062 | 0.000 | 0.029 | 0.019 | 0.000 | 0.043 | 0.000 | 0.000 | 0.000 | 0.048 | 1.000 | 1.000 | 0.000 | 0.049 | 0.087 | 0.000 | 0.010 | 0.046 | 0.000 | 0.000 | 0.043 | 0.045 | 0.062 |
| Promotion_Attained | 0.000 | 0.000 | 0.000 | 0.114 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.113 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.098 | 0.000 | 0.134 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Reason_for_Leaving | 0.000 | 0.000 | 0.000 | 0.086 | 0.062 | 0.995 | 0.068 | 0.000 | 0.000 | 0.000 | 0.036 | 0.000 | 0.026 | 0.026 | 0.052 | 0.000 | 0.049 | 0.049 | 0.000 | 1.000 | 0.000 | 0.021 | 0.995 | 0.372 | 0.000 | 0.037 | 0.026 | 0.000 | 0.068 |
| Salary_Level | 0.070 | 0.047 | 0.070 | 0.009 | 0.047 | 0.000 | 0.050 | 0.000 | 0.042 | 0.078 | 0.000 | 0.026 | 0.037 | 0.037 | 0.000 | 0.998 | 0.087 | 0.087 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.048 | 0.000 | 0.027 | 0.000 | 0.050 |
| Satisfaction_Level | 0.052 | 0.083 | 0.052 | 0.032 | 0.056 | 0.000 | 0.030 | 0.000 | 0.057 | 0.000 | 0.030 | -0.087 | 0.016 | 0.016 | 0.019 | 0.000 | 0.000 | 0.000 | 0.098 | 0.021 | 0.000 | 1.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.071 | 0.069 | 0.030 |
| Still_Employed | 0.000 | 0.000 | 0.000 | 0.097 | 0.064 | 0.995 | 0.000 | 0.023 | 0.000 | 0.000 | 0.116 | 0.071 | 0.000 | 0.000 | 0.047 | 0.000 | 0.010 | 0.010 | 0.000 | 0.995 | 0.000 | 0.000 | 1.000 | 0.977 | 0.000 | 0.000 | 0.085 | 0.000 | 0.000 |
| Tenure_at_Company | 0.000 | 0.066 | 0.000 | 0.029 | 0.000 | 0.977 | 0.060 | 0.000 | 0.053 | 0.069 | 0.045 | 0.041 | 0.024 | 0.024 | 0.120 | 0.000 | 0.046 | 0.046 | 0.134 | 0.372 | 0.000 | 0.000 | 0.977 | 1.000 | 0.000 | 0.080 | 0.060 | 0.081 | 0.060 |
| Total_Training_Hours | 0.045 | 0.034 | 0.045 | 0.005 | 0.318 | 0.000 | -0.068 | 0.010 | 0.076 | 0.055 | 0.044 | -0.018 | -0.022 | -0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.048 | 0.038 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.027 | -0.068 |
| Work_Location | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.092 | 0.000 | 0.000 | 0.020 | 0.020 | 0.000 | 0.049 | 0.000 | 0.000 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.080 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| Yearly_Engagement | 0.000 | 0.004 | 0.000 | 0.033 | 0.000 | 0.085 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.992 | 0.000 | 0.000 | 0.000 | 0.008 | 0.043 | 0.043 | 0.000 | 0.026 | 0.027 | 0.071 | 0.085 | 0.060 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| Yearly_Satisfaction_Feedback | 0.000 | 0.020 | 0.000 | 0.000 | 0.055 | 0.000 | 0.046 | 0.000 | 0.091 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.063 | 0.000 | 0.045 | 0.045 | 0.000 | 0.000 | 0.000 | 0.069 | 0.000 | 0.081 | 0.027 | 0.000 | 0.000 | 1.000 | 0.046 |
| Yearly_Work_Hours | -0.064 | -0.046 | -0.064 | 0.012 | 0.001 | 0.000 | 1.000 | 0.074 | 0.885 | 0.061 | 0.007 | 0.006 | -0.039 | -0.039 | 0.000 | 0.117 | 0.062 | 0.062 | 0.000 | 0.068 | 0.050 | 0.030 | 0.000 | 0.060 | -0.068 | 0.000 | 0.000 | 0.046 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Employee_ID | Employe_Name | Gender | Age | Date_of_Birth | Branch | Department | Job_Role | Salary_Level | Work_Location | Joining_Date | Leaving_Date | Tenure_at_Company | Promotion_Attained | Still_Employed | Reason_for_Leaving | Satisfaction_Level | Engagement_Score | Performance_Rating | Average_Monthly_Work_Hours | Absenteeism_Days | Burnout_Risk | Yearly_Satisfaction_Feedback | Yearly_Engagement | Yearly_Work_Hours | Engagement_vs_Company | Absenteeism_vs_Company | Performance_vs_Company | Engagement_Change | Total_Training_Hours | Attended_Training_Hours | Absenteeism_Training_Hours | Attrition_Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Miss Bertha Bradtke | Female | 50 | 10/16/1974 | United_Kingdom | Support | Engineer | Medium | Work From Home | 3/19/2014 | NaN | 10 | Yes | Yes | 0.60 | 0.16 | 3 | 194 | 10 | Low | 5 | 4 | 2328 | -0.33354 | -5.168 | 0.042 | 3.84 | 50 | 28 | 3 | No | |
| 1 | 2 | Dixie Erdman | Male | 45 | 3/3/1980 | Singapore | Technical | Analyst | Medium | Remote | 2/8/2002 | NaN | 22 | No | Yes | 0.72 | 0.94 | 2 | 140 | 0 | Low | 4 | 2 | 1680 | 0.44646 | -15.168 | -0.958 | 1.06 | 45 | 41 | 4 | No | |
| 2 | 3 | Andrea Langworth | Female | 43 | 1/11/1981 | India | Technical | Executive | High | On Site | 12/14/2007 | NaN | 17 | Yes | Yes | 0.29 | 0.61 | 2 | 134 | 29 | Low | 3 | 4 | 1608 | 0.11646 | 13.832 | -0.958 | 3.39 | 35 | 32 | 3 | No | |
| 3 | 4 | Wendell Barton | Female | 24 | 3/9/2000 | South_Africa | Technical | Manager | High | On Site | 11/16/2016 | NaN | 8 | No | Yes | 0.45 | 0.01 | 1 | 179 | 13 | Low | 2 | 2 | 2148 | -0.48354 | -2.168 | -1.958 | 1.99 | 50 | 10 | 1 | No | |
| 4 | 5 | Nicholas Kuhn | Female | 30 | 7/28/1994 | United_Kingdom | Sales | Clerk | Low | Work From Home | 4/12/2019 | 12/21/2021 | 2 | No | No | Health Issues | 0.68 | 0.44 | 4 | 127 | 14 | Low | 3 | 1 | 1524 | -0.05354 | -1.168 | 1.042 | 0.56 | 30 | 6 | 5 | Yes |
| 5 | 6 | Jodi Goyette | Female | 57 | 5/26/1968 | Singapore | Sales | Analyst | Medium | Work From Home | 5/31/2008 | 7/23/2010 | 2 | Yes | No | Work Environment | 0.43 | 0.21 | 4 | 173 | 28 | Low | 2 | 2 | 2076 | -0.28354 | 12.832 | 1.042 | 1.79 | 55 | 36 | 4 | Yes |
| 6 | 7 | Penny Considine | Male | 55 | 12/25/1969 | India | IT | Manager | High | Remote | 6/12/2013 | NaN | 11 | No | Yes | 0.33 | 0.57 | 4 | 159 | 20 | Low | 5 | 2 | 1908 | 0.07646 | 4.832 | 1.042 | 1.43 | 55 | 3 | 7 | No | |
| 7 | 8 | Dr. Sidney Mosciski | Male | 45 | 8/12/1979 | South_Africa | Sales | Executive | High | Work From Home | 9/26/2019 | NaN | 5 | Yes | Yes | 0.30 | 0.17 | 1 | 190 | 8 | Low | 1 | 4 | 2280 | -0.32354 | -7.168 | -1.958 | 3.83 | 60 | 38 | 2 | No | |
| 8 | 9 | Vicky Wolff | Female | 29 | 6/5/1996 | United_Kingdom | Management | Executive | High | On Site | 5/20/2015 | 12/13/2015 | 0 | Yes | No | Low Pay | 0.71 | 0.73 | 1 | 242 | 4 | High | 2 | 2 | 2904 | 0.23646 | -11.168 | -1.958 | 1.27 | 45 | 20 | 0 | Yes |
| 9 | 10 | Jeanne Kris | Female | 49 | 2/29/1976 | Singapore | Sales | Engineer | Medium | Remote | 4/25/2016 | NaN | 8 | Yes | Yes | 0.45 | 0.10 | 5 | 218 | 11 | Medium | 3 | 3 | 2616 | -0.39354 | -4.168 | 2.042 | 2.90 | 60 | 57 | 1 | No |
| Employee_ID | Employe_Name | Gender | Age | Date_of_Birth | Branch | Department | Job_Role | Salary_Level | Work_Location | Joining_Date | Leaving_Date | Tenure_at_Company | Promotion_Attained | Still_Employed | Reason_for_Leaving | Satisfaction_Level | Engagement_Score | Performance_Rating | Average_Monthly_Work_Hours | Absenteeism_Days | Burnout_Risk | Yearly_Satisfaction_Feedback | Yearly_Engagement | Yearly_Work_Hours | Engagement_vs_Company | Absenteeism_vs_Company | Performance_vs_Company | Engagement_Change | Total_Training_Hours | Attended_Training_Hours | Absenteeism_Training_Hours | Attrition_Status | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 490 | 491 | Jeanne Kuhic | Male | 33 | 6/2/1992 | India | Technical | Manager | High | Remote | 6/2/2016 | NaN | 8 | No | Yes | 0.34 | 0.94 | 5 | 165 | 20 | Low | 1 | 5 | 1980 | 0.44646 | 4.832 | 2.042 | 4.06 | 45 | 25 | 1 | No | |
| 491 | 492 | Ronald Hintz PhD | Male | 46 | 3/17/1979 | South_Africa | Technical | Engineer | Medium | Work From Home | 12/3/2005 | NaN | 19 | Yes | Yes | 0.68 | 0.40 | 1 | 126 | 13 | Low | 2 | 3 | 1512 | -0.09354 | -2.168 | -1.958 | 2.60 | 50 | 24 | 3 | No | |
| 492 | 493 | Darryl Kassulke | Female | 49 | 11/12/1975 | United_Kingdom | Management | Analyst | Medium | Work From Home | 3/1/2002 | 6/27/2004 | 2 | No | No | Health Issues | 0.32 | 0.58 | 1 | 145 | 24 | Low | 5 | 3 | 1740 | 0.08646 | 8.832 | -1.958 | 2.42 | 55 | 38 | 0 | Yes |
| 493 | 494 | Hazel Halvorson | Female | 54 | 1/2/1971 | Singapore | Technical | Analyst | Medium | On Site | 7/9/2006 | NaN | 18 | No | Yes | 0.06 | 0.50 | 3 | 212 | 12 | Medium | 1 | 3 | 2544 | 0.00646 | -3.168 | 0.042 | 2.50 | 60 | 16 | 3 | No | |
| 494 | 495 | Bonnie Trantow I | Male | 59 | 1/4/1966 | India | Technical | Clerk | Low | Remote | 8/24/2008 | 7/11/2009 | 0 | Yes | No | Work Environment | 0.41 | 0.73 | 1 | 193 | 9 | Low | 1 | 5 | 2316 | 0.23646 | -6.168 | -1.958 | 4.27 | 60 | 7 | 0 | Yes |
| 495 | 496 | Marc Feil | Male | 59 | 11/9/1965 | South_Africa | Support | Executive | High | Remote | 1/4/2007 | 3/18/2008 | 1 | Yes | No | Work Environment | 0.16 | 0.68 | 4 | 251 | 10 | High | 2 | 4 | 3012 | 0.18646 | -5.168 | 1.042 | 3.32 | 35 | 21 | 3 | Yes |
| 496 | 497 | Dwayne Mosciski | Male | 22 | 4/27/2003 | United_Kingdom | Management | Clerk | Low | On Site | 2/16/2018 | NaN | 6 | No | Yes | 0.36 | 0.10 | 5 | 155 | 17 | Low | 4 | 3 | 1860 | -0.39354 | 1.832 | 2.042 | 2.90 | 35 | 14 | 4 | No | |
| 497 | 498 | Ms. Shelly Hyatt | Male | 48 | 11/6/1977 | Singapore | Management | Engineer | Medium | On Site | 3/30/2012 | NaN | 12 | No | Yes | 0.40 | 0.30 | 3 | 166 | 26 | Low | 3 | 4 | 1992 | -0.19354 | 10.832 | 0.042 | 3.70 | 35 | 25 | 2 | No | |
| 498 | 499 | Dr. Rafael Jakubowski | Female | 58 | 6/29/1967 | India | Finance | Clerk | Low | Remote | 9/24/2019 | 5/6/2021 | 1 | Yes | No | Health Issues | 0.50 | 0.20 | 3 | 185 | 11 | Low | 4 | 4 | 2220 | -0.29354 | -4.168 | 0.042 | 3.80 | 55 | 8 | 3 | Yes |
| 499 | 500 | Rosalie Fadel MD | Male | 39 | 12/4/1986 | South_Africa | Support | Clerk | Low | Work From Home | 7/6/2017 | NaN | 7 | No | Yes | 0.12 | 0.88 | 2 | 253 | 5 | High | 4 | 3 | 3036 | 0.38646 | -10.168 | -0.958 | 2.12 | 50 | 19 | 0 | No |